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              <elementText elementTextId="91979">
                <text>Endophytic bacteria Klebsiella spp. and Bacillus spp. from Alternanthera philoxeroides in Madiwala Lake exhibit additive plant growth-promoting and biocontrol activities</text>
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              <elementText elementTextId="91980">
                <text>Antimicrobial; Bacterial endophyte; Biofertilizer; Bioinoculant; Halotolerant; IAA; RSM; Sustainability; V. unguiculata</text>
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                <text>Background: The worldwide increase in human population and environmental damage has put immense pressure on the overall global crop production making it inadequate to feed the entire population. Therefore, the need for sustainable and environment-friendly practices to enhance agricultural productivity is a pressing priority. Endophytic bacteria with plant growth-promoting ability and biocontrol activity can strongly enhance plant growth under changing environmental biotic and abiotic conditions. Herein, we isolated halotolerant endophytic bacteria from an aquatic plant, Alternanthera philoxeroides, from the polluted waters of Madiwala Lake in Bangalore and studied their plant growth promotion (PGP) and biocontrol ability for use as bioinoculant. Results: The isolated bacterial endophytes were screened for salt tolerance ranging from 5 to 15% NaCl concentration. Klebsiella pneumoniae showed halotolerant up to 10% NaCl and Bacillus amyloliquefaciens and Bacillus subtilis showed up to 15%. All three strains demonstrated good PGP abilities such as aminocyclopropane-1-carboxylic acid (ACC) deaminase activity, phosphate solubilization, ammonia production, and nitrogen fixation. In addition, K. pneumoniae also exhibited high indoleacetic acid (IAA) production (195.66  2.51g/ml) and potassium solubilization (2.13  0.07ppm). B. amyloliquefaciens and B. subtilis showed good extracellular enzyme production against cellulase, lipase, protease, and amylase. Both the isolates showed a broad spectrum of antimicrobial activity against the tested organisms. The optimization of IAA production by K. pneumoniae was done by the response surface methodology (RSM) tool. Characterization of IAA produced by the isolate was done by gas chromatography-mass spectrometry (GCMS) analysis. The enhanced plant growth-promoting ability of K. pneumoniae was also demonstrated using various growth parameters in a pot trial experiment using the seeds of Vigna unguiculata. Conclusion: The isolated bacterial endophytes reported in this study can be utilized as PGP promotion and biocontrol agents in agricultural applications, to enhance crop yield under salinity stress. The isolate K. pneumoniae may be used as a biofertilizer in sustainable agriculture and more work can be done to optimize the best formulations for its application as a microbial inoculant for crops.  2023, The Author(s).</text>
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                <text>Biswas S.; Philip I.; Jayaram S.; Sarojini S.</text>
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              <elementText elementTextId="91983">
                <text>Journal of Genetic Engineering and Biotechnology, Vol-21, No. 1</text>
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              <elementText elementTextId="91984">
                <text>Springer Science and Business Media Deutschland GmbH</text>
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                <text>2023-01-01</text>
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                <text>&lt;a href="https://doi.org/10.1186/s43141-023-00620-8" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1186/s43141-023-00620-8&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85178214161&amp;amp;doi=10.1186%2Fs43141-023-00620-8&amp;amp;partnerID=40&amp;amp;md5=c59526fff57d85c64d0fd61a87477c13" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85178214161&amp;amp;doi=10.1186%2fs43141-023-00620-8&amp;amp;partnerID=40&amp;amp;md5=c59526fff57d85c64d0fd61a87477c13&lt;/a&gt;</text>
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              <elementText elementTextId="91987">
                <text>All Open Access; Gold Open Access</text>
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              <elementText elementTextId="91988">
                <text>ISSN: 1687157X</text>
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              <elementText elementTextId="91990">
                <text>English</text>
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                <text>Biswas S., Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India; Philip I., Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India; Jayaram S., Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India; Sarojini S., Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India</text>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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              <elementText elementTextId="89001">
                <text>Fungal endophytic species Fusarium annulatum and Fusarium solani : Identification, molecular characterization, and study of plant growth promotion properties</text>
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          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="89002">
                <text>Alternanthera philoxeroides; antimicrobial; F. solani; fungal endophyte; Fusarium annulatum; Plant growth promotion</text>
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          <element elementId="41">
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            <description>An account of the resource</description>
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                <text>Research on endophytic fungi has gained significant interest due to their potential to enhance plant growth directly by producing phytohormones, solubilizing macronutrients, fixing nitrogen, or indirectly inhibiting phytopathogens growth by producing ammonia, siderophore, hydrogen cyanide, or extracellular enzymes, thereby acting as biocontrol agents. The present study aimed to isolate fungal endophytes from Alternanthera philoxeroides and evaluate their plant growth promotion and antimicrobial activity. In total, nine fungal endophytic strains were isolated from different parts of A. philoxeroides such as leaves, roots, and stems. The results demonstrate that the strains MEFAphS1 and MEFAphR3 exhibited positive plant growth promotion properties, including phosphate solubilization, and IAA (Indoleacetic acid) production, and ammonia production. The IAA production was highest for MEFAphS1, with a concentration of 46.6351.04 g/mL, while MEFAphR3 displayed the highest ammonia production (0.9030.01 g/ mL). The phosphate solubilization index (PSI) is the maximum for MEFAphS1 (1.50.10). MEFAphS1 also exhibited antibacterial activity against Vibrio vulnificus, Streptococcus pneumoniae, and V. parahaemolyticus, with the most substantial inhibition zone observed against V. vulnificus (281 mm). In contrast, MEFAphR3 showed an inhibition zone of 81.53 mm against V. parahaemolyticus. Molecular identification revealed the identity of the isolates MEFAphS1 and MEFAphR3 as Fusarium solani and F. annulatum. These results thus confirm the possible applications of the fungal endophytes as plant biofertilizers and bio-enhancers to increase crop productivity. Copyright:  The Author(s).</text>
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              <elementText elementTextId="89004">
                <text>Biswas S.; Sarojini S.</text>
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            <description>A related resource from which the described resource is derived</description>
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              <elementText elementTextId="89005">
                <text>Plant Science Today, Vol-11, No. 1, pp. 466-472.</text>
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          <element elementId="45">
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            <description>An entity responsible for making the resource available</description>
            <elementTextContainer>
              <elementText elementTextId="89006">
                <text>Horizon e-Publishing Group</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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              <elementText elementTextId="89007">
                <text>2024-01-01</text>
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                <text>&lt;a href="https://doi.org/10.14719/pst.2688" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.14719/pst.2688&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187306522&amp;amp;doi=10.14719%2Fpst.2688&amp;amp;partnerID=40&amp;amp;md5=1ea40e15d131a81701ab5e81bf234a4d" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187306522&amp;amp;doi=10.14719%2fpst.2688&amp;amp;partnerID=40&amp;amp;md5=1ea40e15d131a81701ab5e81bf234a4d&lt;/a&gt;</text>
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            <description>Information about rights held in and over the resource</description>
            <elementTextContainer>
              <elementText elementTextId="89009">
                <text>All Open Access; Gold Open Access</text>
              </elementText>
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            <description>A related resource</description>
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              <elementText elementTextId="89010">
                <text>ISSN: 23481900</text>
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            <description>The file format, physical medium, or dimensions of the resource</description>
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              <elementText elementTextId="89011">
                <text>Online</text>
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            <description>A language of the resource</description>
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              <elementText elementTextId="89012">
                <text>English</text>
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                <text>Biswas S., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Sarojini S., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India</text>
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                <text>Understanding the Role of Antimicrobial Peptides in Neutrophil Extracellular Traps Promoting Autoimmune Disorders</text>
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              <elementText elementTextId="195221">
                <text>antimicrobial peptides; autoimmune disorders; cathelicidins; cytokines; defensins; neutrophil</text>
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                <text>AMPs are small oligopeptides acting as integral elements of the innate immune system and are of tremendous potential in the medical field owing to their antimicrobial and immunomodulatory activities. They offer a multitude of immunomodulatory properties such as immune cell differentiation, inflammatory responses, cytokine production, and chemoattraction. Aberrancy in neutrophil or epithelial cell-producing AMPs leads to inflammation culminating in various autoimmune responses. In this review, we have tried to explore the role of prominent mammalian AMPsdefensins and cathelicidins, as immune regulators with special emphasis on their role in neutrophil extracellular traps which promotes autoimmune disorders. When complexed with self-DNA or self-RNA, AMPs act as autoantigens which activate plasmacytoid dendritic cells and myeloid dendritic cells leading to the production of interferons and cytokines. These trigger a series of self-directed inflammatory reactions, leading to the emergence of diverse autoimmune disorders. Since AMPs show both anti- and pro-inflammatory abilities in different ADs, there is a dire need for a complete understanding of their role before developing AMP-based therapy for autoimmune disorders. 2023 by the authors.</text>
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                <text>Biswas S.; Sarojini S.; Jayaram S.; Philip I.; Umesh M.; Mascarenhas R.; Pappuswamy M.; Balasubramanian B.; Arokiyaraj S.</text>
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              <elementText elementTextId="195224">
                <text>Life, Vol-13, No. 6</text>
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                <text>2023-01-01</text>
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                <text>&lt;a href="https://doi.org/10.3390/life13061307" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.3390/life13061307&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163758647&amp;amp;doi=10.3390%2Flife13061307&amp;amp;partnerID=40&amp;amp;md5=0e9348eb63472ec53eaa93bff87beab4" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163758647&amp;amp;doi=10.3390%2flife13061307&amp;amp;partnerID=40&amp;amp;md5=0e9348eb63472ec53eaa93bff87beab4&lt;/a&gt;</text>
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              <elementText elementTextId="195228">
                <text>All Open Access; Gold Open Access; Green Open Access</text>
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                <text>ISSN: 20751729 | LS; 2023-2024; Vol-2; 0678-0698</text>
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                <text>Biswas S., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Sarojini S., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Jayaram S., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Philip I., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Umesh M., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Mascarenhas R., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Pappuswamy M., Department of Life Sciences, CHRIST (Deemed to be University), Bengaluru, 560029, India; Balasubramanian B., Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul, 05006, South Korea; Arokiyaraj S., Department of Food Science and Biotechnology, College of Life Science, Sejong University, Seoul, 05006, South Korea</text>
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                <text>Biswas A., Department of Economics, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Roy N.S., Department of Economics, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Mahesh E., Department of Economics, CHRIST (Deemed to be University), Karnataka, Bengaluru, India</text>
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                <text>Biswas A., Christ University, Dept. of Computer Science, Karnataka, Bangalore, India; John Joshua H., Christ University, Dept. of Computer Science, Karnataka, Bangalore, India; Kalpana P., Christ University, Dept. of Computer Science, Karnataka, Bangalore, India; Vasanth U., Christ University, Dept. of Computer Science, Karnataka, Bangalore, India; Ramakrishna Gondkar R., Christ University, Dept. of Computer Science, Karnataka, Bangalore, India; Jose T., Christ University, Dept. of Computer Science, Karnataka, Bangalore, India</text>
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                <text>Understanding Nonsense Verse : A Study of Select Works of Sukumar Ray  </text>
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                <text>Among all the literary genres created and cultivated over the ages, Nonsense verse newlineperhaps emerges as one of the most challenging to comprehend. Nonsense verse often employs subversion (language, syntax, logic, etc.) as its tool and usually leaves the readers in a state of confusion. A look into the limericks of Edward Lear would bear newlinetestimony to this fact. For readers and researchers, the quest for meaning has newlineunravelled many literary and philosophical pursuits. One such possibility, therefore, newlinecould be the attempt to comprehend and critically analyse the unique literary genre newlinetermed Nonsense verse. From the multiple understandings and debatable definitions newlineof verse forms, one striking and rare genre evolves into nonsense poetry. Following newlinethe cue, this thesis purports to seek sense and meaning from what is labelled newline nonsense . It depicts that the functionality of existing, creative stylistics in language newlineand understanding and the text s contextual placement bring out the sense in nonsense. As Edward Lear mastered this art form in the West, Sukumar Ray crafted this genre in India, though he was not the only one. The thesis traces the evolution of nonsense verse in India, literary and folk, to understand the possible functionality of this genre as it exists in India. As the study shows, the writer who made the most contributions to this evolution was Sukumar Ray. Therefore, understanding the evolution and function of Indian nonsense verse become the object of the study, and an in-depth, contextual study of the select poems of Sukumar Ray, the national pioneering writer of nonsense, becomes the subject. This research attempts to unearth a fresh approach to re-evaluating the function of nonsense verse and possibly confer upon it a more considerable eminence. The thesis aims to provide comprehension and newlinecredibility to the genre through the study of select works of Sukumar Ray.</text>
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                <text>The significant surge in population, combined with the degradation of the environment, has imposed substantial stress on worldwide food newlinesecurity. The concerning pace of population growth, along with escalating environmental harm due to heightened industrialization, newlinehas indeed exerted considerable pressure on the global food provision. Considering the existing situation, the sustainable approach to enhance agricultural yield and facilitate environmental bioremediation entails utilizing endophytes that reside within plants. Endophytic microorganisms possessing the capacity to promote plant growth and exert biocontrol can significantly boost plant development amidst fluctuating environmental factors, both biotic and abiotic in nature. The current research aimed to extract bacterial and fungal endophytes from Alternanthera philoxeroides and newlineAlternanthera paranichoides and evaluate their potential for enhancing plant growth and controlling pests. Among the isolated newlineendophytic bacteria, Klebsiella pneumoniae exhibited various characteristics conducive to plant growth, leading to enhanced newlinegermination and vegetative growth in Vigna unguiculata plants. The isolate exhibited good Indoleacetic acid (IAA) production newline(48.752.95 g/mL) and potassium solubilization (2.130.07 ppm). The IAA production by K. pneumoniae was further enhanced by 4- fold using the RSM optimization to 195.662.51 g/mL. The newlineendophytic bacteria Bacillus amyloliquefaciens and Bacillus subtilis newlineshowed good extracellular enzyme production and antimicrobial activity along with plant growth promotion. The endophytic bacterium B. amyloliquefaciens showed good newlinebiosurfactant production and bioremediation efficiency. The strain displayed notable resistance to Cr and Pb concentrations upto 2000 mg/L. It was found to possess maximum metal removal efficiency for Pb, 92.3% at pH 9 and 86.2 at 25 oC.</text>
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                <text>Biswas, Tirthasree; Sharma, Vandana; Biswas, Rahul; Agarwal, Aman; Singh, Ajay Vikram; Jain, Sarika</text>
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                <text>Deployment of Smart Surveillance System using Deep Learning to Recognize Cyber-criminals</text>
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                <text>2025 International Conference on Artificial Intelligence and Machine Vision, AIMV 2025;</text>
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                <text>Biswas T., Kalinga Institute of Industrial Technology, School of Computer Engineering, Bhubaneswar, India; Sharma V., CHRIST University, Computer Science Department, Bengaluru, India; Biswas R., Kalinga Institute of Industrial Technology, School of Computer Engineering, Bhubaneswar, India; Agarwal A., Kalinga Institute of Industrial Technology, School of Computer Engineering, Bhubaneswar, India; Singh A.V., Amity University, AIIT, UP, India; Jain S., Amity University Uttar Pradesh, AIIT, Noida, India</text>
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                <text>This paper presents the development of the smart surveillance systems critical in identifying cybercriminals through the use of deep learning.The system utilizes deep learning algorithms for the identification of cybercriminals in physical and cyberspace.The systems apply neural networks to analyze images,video streams and cyber behavior for pattern recognition of suspicious activities and potential threats.Also the system analyze the online activities of users and flow of data within the network for signs of cybercriminals. Various technologies such as convolutional neural networks (CNN), and recurrent neural networks (RNN) are used to distinguish facial features, body language, and unusual online activities. This way, effective security measures are taken to prevent or reduce the impact of cybercriminals in various environments by combining intelligent monitoring systems with future threat prediction. The system is capable of evolving by identifying new criminal patterns to enhance its performance. This means the system is modified and updated as it receives more data, making it effective in multivariate settings such as any institution with financial activities, government networks, and high-security locations.  2025 IEEE.</text>
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                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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                <text>Internet of Things Security and Privacy Issues in Healthcare Industry</text>
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                <text>Big data; Data analytics; Data cleaning; Distributed computing; Hadoop file system; Noisy data; Preprocessing</text>
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                <text>The Internet of Things (IoT) is an imagines unavoidable, associated, and hubs connecting independently while offering a wide range of administrations. Wide conveyance, receptiveness and moderately high handling intensity of IoT objects made them a perfect focus for digital assaults. Additionally, the same number of IoT center points is assembling and taking care of private data, they are changing into a goldmine of information for malignant on-screen characters. Subsequently, security and particularly the capacity to recognize traded off hubs, together with gathering and safeguarding confirmations of an assault or malignant exercises develop as a need in effective arrangement of IoT systems. This paper is deal with some major security problems and challenging factors of IoT. This IoT security issues on really challenging factor in current world.  2019, Springer Nature Switzerland AG.</text>
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                <text>Bitra V.S.; Jayapandian N.; Balachandran K.</text>
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                <text>Lecture Notes on Data Engineering and Communications Technologies, Vol-26, pp. 967-973.</text>
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                <text>Bitra V.S., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bangalore, India; Jayapandian N., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bangalore, India; Balachandran K., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bangalore, India</text>
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                <text>To study stellar populations, it is common to combine chemical abundances from different spectroscopic surveys/studies where different setups were used. These inhomogeneities can lead us to inaccurate scientific conclusions. In this work, we studied one aspect of the problem: When deriving chemical abundances from high-resolution stellar spectra, what differences originate from the use of different radiative transfer codes?  2016 Proceedings of the 12th Scientific Meeting of the Spanish Astronomical Society - Highlights of Spanish Astrophysics IX, SEA 2016. All rights reserved.</text>
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                <text>Proceedings of the 12th Scientific Meeting of the Spanish Astronomical Society - Highlights of Spanish Astrophysics IX, SEA 2016, pp. 334-337.</text>
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                <text>Blanco-Cuaresma S., Observatoire de Gene, Universitde Gene, Versoix, CH-1290, Switzerland; Nordlander T., Dept. of Physics and Astronomy, Uppsala University, Box 516, Uppsala, 75120, Sweden; Heiter U., Dept. of Physics and Astronomy, Uppsala University, Box 516, Uppsala, 75120, Sweden; JofrP., Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge, United Kingdom; Masseron T., Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge, United Kingdom; Casamiquela L., Dep. Fica Qutica i Astrofica, Universitat de Barcelona, ICCUB-IEEC, Spain; Tabernero H.M., Dpto. Astrofica, Facultad de CC. Ficas, Universidad Complutense de Madrid, Spain; Bhat S.S., Christ University, Hosur Road, Bangalore, 560029, India; Casey A.R., Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge, United Kingdom; Meldez J., Dept. de Astronomia do IAG/USP, Universidade de Sao Paulo, Brazil; Ramez I., McDonald Observatory, Dept. of Astronomy, University of Texas, Austin, United States</text>
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                <text>Blessing, N.R. Wilfred; Alankritha, S.; Kanna, R. Rajesh; Varghese, Jithu; Doshi, Ruchi</text>
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                <text>Generative Adversarial Networks for Cybersecurity:: Protecting Data and Networks;pp.48-55</text>
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                <text>Blessing N.R.W., College of Computing and Information Sciences, University of Technology and Applied Sciences-Ibri, Oman; Alankritha S., Department of Computer Science, CHRIST (Deemed to be University), Bengaluru, Karnataka, India; Kanna R.R., Department of Computer Science, CHRIST (Deemed to be University), Bengaluru, Karnataka, India; Varghese J., Department of Computer Science, CHRIST (Deemed to be University), Bengaluru, Karnataka, India; Doshi R., Department of Computer Science &amp;amp; IT, Universidad Azteca, Chalco, Mexico</text>
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                <text>The imminent dawn of sixth-generation (6G) networks promises a future of unparalleled connectivity and communication speeds. However, this technological leap necessitates robust security measures to counter increasingly sophisticated cyberthreats targeting the intricate 6G infrastructure. This chapter investigates the potential of Generative Adversarial Learning (GALs) as a transformative tool for building trustworthy 6G networks. With the advent of 6G networks on the horizon, ensuring trustworthiness in communication systems becomes paramount. This chapter proposes a novel approach leveraging GAL to fortify the security and reliability of 6G networks. In traditional network security paradigms, adversaries exploit vulnerabilities, necessitating constant reactive measures. However, the proactive nature of GANs enables the creation of realistic synthetic data to train robust Intrusion Detection Systems (IDS). By simulating diverse attack scenarios, a GAN-based IDS can identify and adapt to emerging threats, mitigating potential risks in real time. Moreover, GANs facilitate the generation of synthetic network traffic, enabling thorough testing of network defenses without risking actual data. Taking a proactive stance enables network operators to predict and preempt potential vulnerabilities before they are exploited. Our solution involves harnessing the power of Generative Adversarial Networks (GANs) to address 6G network security comprehensively. GANs create authentic network traffic, allowing IDS to be trained effectively in identifying and mitigating actual cyberthreats. Moreover, GANs can learn to discern typical network patterns, thus alerting to potential anomalies that may signify ongoing or imminent attacks. This proactive strategy empowers security teams to maintain an edge in navigating the constantly evolving cyberthreat landscape.  2026 selection and editorial matter, E. Chandra Blessie, Pethuru Raj, and B. Sundaravadivazhagan; individual  chapters, the contributors.</text>
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                <text>Excitation mechanism of Oi lines in Herbig Ae/Be stars /</text>
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                <text>The Astrophysical Journal, Vol.857, Issue 1, pp. 1-9, ISSN No. 1538-4357.</text>
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                <text>Blesson Mathew, P Manoj, Mayank Narang, D.P.K. Banerjee, Pratheeksha Nayak,S Muneer, S Vig, S Pramod Kumar, K.T. Paul and G. Maheswar</text>
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                <text>&lt;a href="https://iopscience.iop.org/article/10.3847/1538-4357/aab3d8" target="_blank" title="Excitation Mechanism of O i Lines in Herbig Ae/Be Stars" rel="noreferrer noopener"&gt;https://iopscience.iop.org/article/10.3847/1538-4357/aab3d8&lt;/a&gt;</text>
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                <text>A Novel Georouting Potency based Optimum Spider Monkey Approach for Avoiding Congestion in Energy Efficient Mobile Ad-hoc Network</text>
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            </elementTextContainer>
          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="105159">
                <text>Energy efficiency; Energy management; Knowledge-based algorithm; Mobile ad hoc network; Routing overhead; Spider monkey optimization</text>
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            </elementTextContainer>
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                <text>Mobile Ad-hoc Network (MANET) is one of the recent fields in wireless communication that involves a large number of wireless nodes, which could be changed arbitrarily with the ability to link or exit the system anytime. Nevertheless, network congestion and energy management is a major problem in MANET. Consequently, the infrastructure of a network changes frequently which results in data loss and communication overheads. Therefore, in this paper, a novel Georouting Potency based Optimum Spider Monkey algorithm has been proposed for energy management and network congestion. The proposed technique in MANET is implemented using Network Simulator2 platform and the proposed outcomes show that the node energy, overload, and delay are minimized by increasing the quantity of packets transmitted through the network. Moreover, the delay in routing overhead and congestion is decreased by the proposed protocol. Consequently, the energy management is enhanced based on constraints of delay, energy consumption, and routing overhead of the nodes. Thus the effectiveness of the proposed protocol is enhanced by selecting the optimal path within the network, decreasing the consumption of energy, and congestion avoidance. Sequentially, the performance of the proposed routing algorithm is compared to existing protocols in terms of end-to-end delay, throughput, Packet Delivery Ratio, energy consumption, etc. Thus the result shows that the lifetime of the nodes have been enhanced by a high 98% of throughput ratio, less 0.01% of energy consumption, and congestion avoidance using the proposed network.  2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.</text>
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                <text>Boddu N.; Boba V.; Vatambeti R.</text>
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                <text>Wireless Personal Communications, Vol-127, No. 2, pp. 1157-1186.</text>
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                <text>Boddu N., Computer Science and Engineering, KL (Deemed to be University), Vaddeswaram, Andhra Pradesh, Guntur,   522502, India; Boba V., Department of Computer Science and Engineering, TKR College of Engineering and Technology, Medbowli, Meerpet, Saroornagar, Telangana, Hyderabad, 500097, India; Vatambeti R., Department of Computer Science and Engineering, School of Engineering and Technology, CHRIST (Deemed to be University, Kengeri Campus, Bangalore, 560074, India</text>
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